{"id":"W3111941120","doi":"10.5539/hes.v11n1p34","title":"Effects of Visual Communication on Memory Enhancement of Thai Undergraduate Students, Kasetsart University","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memorization; Class (philosophy); Psychology; Test (biology); Mathematics education; Visual communication; Computer science; Multimedia; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295093,0.000271711,0.0001822573,0.0002636078,0.0003774392,0.0007023561,0.000151575,0.0002328892,0.002916571],"category_scores_gemma":[0.002783656,0.00007932928,0.0001996691,0.0001409591,0.0001996568,0.0002555467,0.0004724953,0.0003712474,0.0002277482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315959,"about_ca_system_score_gemma":0.0004279721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005380107,"about_ca_topic_score_gemma":0.000723838,"domain_scores_codex":[0.9997265,0.0001009796,0.00001857264,0.00002779345,0.00006731582,0.00005875255],"domain_scores_gemma":[0.9984603,0.0005476552,0.0002607966,0.00005678354,0.0002229184,0.0004515461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003815252,0.02350702,0.227284,0.001639035,0.0001403385,0.002172305,0.03681956,0.0005815819,0.1169918,0.000391264,0.001854785,0.5848032],"study_design_scores_gemma":[0.000275457,0.0441447,0.8580046,0.0003119218,0.0003656747,0.001695621,0.03695192,0.001106521,0.04903532,0.0005498354,0.00746756,0.00009078049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990194,0.00006765603,0.00005131639,0.00003584481,0.000004915197,0.00001186783,0.000004307541,0.000003149505,0.0008016447],"genre_scores_gemma":[0.998436,0.00020181,0.0002785379,0.00003428211,0.00000790786,0.00001463596,0.00000830871,0.000001438415,0.001016995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916571,"threshold_uncertainty_score":0.009756923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915448846078211,"score_gpt":0.3912473759690768,"score_spread":0.3520928875082946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}